Resources

prepare

• resume (DA)
• resume (DS)
• resume (BA)

Job search

• 一亩三分地内推版
• linkedin
• indeed
• hunting-list

basics

• 专栏搜索: 数据科学面试终极指南(翻译) 01-07

• SQL tutorials (basic, intermediate, advanced, analytics (e.g. A/B test))
• Stanford Intro to DB (short video, just check first 2)


• leetcode sql (try easy & medium)
• leetcode加锁题目思路(Freq desc)
• leetcode加锁题多种解法
• FB.DS.SQL.summary

• Python tutorials

• (Case studies in statistical thinking) Datacamp
• github solutions
• 简单理解Bayes (第一个)

• A/B Testing fundamentals (udacity, ignore use of alteryx)
• Overview of A/B Testing (udacity, intermediate level, focus on Lesson1 first)
• The pitfalls of A/B testing in social networks
• 5 Validity Threats That Will Make Your A/B Tests Useless
• Warning Signs in Experimental Design and Interpretation
• Summary by DS@airbnb
• Project using R
• Project summary (cn)
• StellarPeers: case analysis blog
• Short summary (1point3acres)
• Google Framework measure user adoption
• Case project management interview (ximalaya try 2-3 cases)
• Product design (udacity, low priority)

• Behavior.summary.by.Wayfair.HR

bbs

• 一亩三分地DS推荐资料topList
• 找内推+准备+常见问题top10 (190106)
• DS analytics准备(全, 190218)
• 网页备份
• DA准备(stat+sense+精辟经验, 190104)
• DA准备(sql + case study + ?boocamp? 180226)
• 总结如何cracking the Data Challenge


• 面经->数据科学
• 学习->数据科学


• 其他经验总结
• DataScientist跳槽经验总结帖+复习资料(product sense)

ICC???